Pandas Profiling Report

Dataset statistics

Number of variables	17
Number of observations	134
Missing cells	410
Missing cells (%)	18.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	17.9 KiB
Average record size in memory	137.0 B

Variable types

Numeric	5
Text	7
Categorical	4
Unsupported	1

Alerts

`airdate` has constant value ""	Constant
`id` is highly overall correlated with `id_embedded` and 1 other fields	High correlation
`id_embedded` is highly overall correlated with `id` and 2 other fields	High correlation
`season` is highly overall correlated with `id_embedded` and 2 other fields	High correlation
`number` is highly overall correlated with `type` and 1 other fields	High correlation
`type` is highly overall correlated with `id` and 2 other fields	High correlation
`airtime` is highly overall correlated with `season` and 2 other fields	High correlation
`airstamp` is highly overall correlated with `season` and 1 other fields	High correlation
`type` is highly imbalanced (93.7%)	Imbalance
`airtime` is highly imbalanced (50.2%)	Imbalance
`runtime` has 10 (7.5%) missing values	Missing
`rating_average` has 134 (100.0%) missing values	Missing
`medium` has 89 (66.4%) missing values	Missing
`original` has 89 (66.4%) missing values	Missing
`summary` has 87 (64.9%) missing values	Missing
`id` has unique values	Unique
`url` has unique values	Unique
`_links_self` has unique values	Unique
`rating_average` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2023-08-05 19:15:08.584099
Analysis finished	2023-08-05 19:15:12.490850
Duration	3.91 seconds
Software version	ydata-profiling vv4.4.0
Download configuration	config.json

id
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	134
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2449801.6

Minimum	2286564
Maximum	2599590
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	2286564
5-th percentile	2391724.5
Q1	2438508
median	2448409.5
Q3	2461287.2
95-th percentile	2507815.5
Maximum	2599590
Range	313026
Interquartile range (IQR)	22779.25

Descriptive statistics

Standard deviation	35231.843
Coefficient of variation (CV)	0.014381509
Kurtosis	6.9021959
Mean	2449801.6
Median Absolute Deviation (MAD)	11320.5
Skewness	0.38317456
Sum	3.2827342 × 10⁸
Variance	1.2412828 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2448374	1	0.7%
2434367	1	0.7%
2452727	1	0.7%
2451368	1	0.7%
2448353	1	0.7%
2448352	1	0.7%
2448351	1	0.7%
2448350	1	0.7%
2448349	1	0.7%
2448348	1	0.7%
Other values (124)	124	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2286564	1	0.7%
2374463	1	0.7%
2382161	1	0.7%
2383029	1	0.7%
2389801	1	0.7%
2390467	1	0.7%
2390468	1	0.7%
2392401	1	0.7%
2393544	1	0.7%
2397087	1	0.7%

Value	Count	Frequency (%)
2599590	1	0.7%
2577830	1	0.7%
2568169	1	0.7%
2530435	1	0.7%
2514877	1	0.7%
2514556	1	0.7%
2508561	1	0.7%
2507414	1	0.7%
2500858	1	0.7%
2497206	1	0.7%

id_embedded
Real number (ℝ)

HIGH CORRELATION

Distinct	89
Distinct (%)	66.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58252.127

Minimum	4175
Maximum	69964
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	4175
5-th percentile	25811.25
Q1	54897
median	65232
Q3	65819
95-th percentile	66518.35
Maximum	69964
Range	65789
Interquartile range (IQR)	10922

Descriptive statistics

Standard deviation	13672.723
Coefficient of variation (CV)	0.23471628
Kurtosis	5.5866588
Mean	58252.127
Median Absolute Deviation (MAD)	1001
Skewness	-2.3508429
Sum	7805785
Variance	1.8694335 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65730	10	7.5%
65964	9	6.7%
65246	6	4.5%
66179	6	4.5%
46819	5	3.7%
65819	5	3.7%
44698	3	2.2%
65757	2	1.5%
47928	2	1.5%
66103	2	1.5%
Other values (79)	84	62.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4175	1	0.7%
5693	1	0.7%
6441	1	0.7%
11313	1	0.7%
11630	1	0.7%
19499	1	0.7%
24963	1	0.7%
26268	1	0.7%
41611	1	0.7%
42025	1	0.7%

Value	Count	Frequency (%)
69964	1	0.7%
68144	1	0.7%
67776	1	0.7%
67532	1	0.7%
67120	1	0.7%
66819	1	0.7%
66610	1	0.7%
66469	1	0.7%
66305	1	0.7%
66222	1	0.7%

url
Text

UNIQUE

Distinct	134
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Length

Max length	158
Median length	101
Mean length	80.776119
Min length	57

Characters and Unicode

Total characters	10824
Distinct characters	40
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	134 ?
Unique (%)	100.0%

Sample

1st row	https://www.tvmaze.com/episodes/2448374/krutiksy-2x03-plumageddon
2nd row	https://www.tvmaze.com/episodes/2568169/5-knig-2x04-mihail-kozuhov
3rd row	https://www.tvmaze.com/episodes/2392401/cernaa-vesna-1x05-seria-5
4th row	https://www.tvmaze.com/episodes/2413771/avrora-1x08-seria-8
5th row	https://www.tvmaze.com/episodes/2462690/yet-another-conference-1x01-gorodskie-servisy

Value	Count	Frequency (%)
https://www.tvmaze.com/episodes/2448374/krutiksy-2x03-plumageddon	1	0.7%
https://www.tvmaze.com/episodes/2383029/swallowed-star-2x40-episode-66	1	0.7%
https://www.tvmaze.com/episodes/2413771/avrora-1x08-seria-8	1	0.7%
https://www.tvmaze.com/episodes/2462690/yet-another-conference-1x01-gorodskie-servisy	1	0.7%
https://www.tvmaze.com/episodes/2462692/yet-another-conference-1x02-masinnoe-obucenie	1	0.7%
https://www.tvmaze.com/episodes/2462693/yet-another-conference-1x03-marketplejs-s-robotami-i-nejrosetami	1	0.7%
https://www.tvmaze.com/episodes/2462694/yet-another-conference-1x04-po-tu-storonu-ekrana	1	0.7%
https://www.tvmaze.com/episodes/2462695/yet-another-conference-1x05-karty-novogo-pokolenia	1	0.7%
https://www.tvmaze.com/episodes/2462696/yet-another-conference-1x06-kvartiry-cerez-internet	1	0.7%
https://www.tvmaze.com/episodes/2462697/yet-another-conference-1x07-naucit-ucitsa	1	0.7%
Other values (124)	124	92.5%

Most occurring characters

Value	Count	Frequency (%)
e	949	8.8%
-	872	8.1%
/	670	6.2%
t	669	6.2%
s	663	6.1%
o	593	5.5%
a	467	4.3%
w	445	4.1%
i	393	3.6%
p	392	3.6%
Other values (30)	4711	43.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7371	68.1%
Decimal Number	1509	13.9%
Other Punctuation	1072	9.9%
Dash Punctuation	872	8.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	949	12.9%
t	669	9.1%
s	663	9.0%
o	593	8.0%
a	467	6.3%
w	445	6.0%
i	393	5.3%
p	392	5.3%
m	352	4.8%
d	285	3.9%
Other values (16)	2163	29.3%

Decimal Number

Value	Count	Frequency (%)
2	275	18.2%
4	271	18.0%
1	225	14.9%
0	158	10.5%
3	137	9.1%
6	115	7.6%
5	104	6.9%
9	79	5.2%
7	73	4.8%
8	72	4.8%

Other Punctuation

Value	Count	Frequency (%)
/	670	62.5%
.	268	25.0%
:	134	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	872	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7371	68.1%
Common	3453	31.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	949	12.9%
t	669	9.1%
s	663	9.0%
o	593	8.0%
a	467	6.3%
w	445	6.0%
i	393	5.3%
p	392	5.3%
m	352	4.8%
d	285	3.9%
Other values (16)	2163	29.3%

Common

Value	Count	Frequency (%)
-	872	25.3%
/	670	19.4%
2	275	8.0%
4	271	7.8%
.	268	7.8%
1	225	6.5%
0	158	4.6%
3	137	4.0%
:	134	3.9%
6	115	3.3%
Other values (4)	328	9.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10824	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	949	8.8%
-	872	8.1%
/	670	6.2%
t	669	6.2%
s	663	6.1%
o	593	5.5%
a	467	4.3%
w	445	4.1%
i	393	3.6%
p	392	3.6%
Other values (30)	4711	43.5%

name
Text

Distinct	113
Distinct (%)	84.3%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Length

Max length	111
Median length	59
Mean length	17.313433
Min length	7

Characters and Unicode

Total characters	2320
Distinct characters	138
Distinct categories	8 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	99 ?
Unique (%)	73.9%

Sample

1st row	Плюмагеддон
2nd row	МИХАИЛ КОЖУХОВ
3rd row	Серия 5
4th row	Серия 8
5th row	Городские сервисы

Value	Count	Frequency (%)
episode	46	10.6%
the	17	3.9%
5	9	2.1%
chapter	8	1.8%
a	7	1.6%
3	5	1.1%
capítulo	5	1.1%
9	5	1.1%
серия	5	1.1%
1	4	0.9%
Other values (276)	324	74.5%

Most occurring characters

Value	Count	Frequency (%)
	301	13.0%
e	178	7.7%
o	116	5.0%
i	115	5.0%
s	105	4.5%
a	101	4.4%
d	75	3.2%
p	74	3.2%
r	69	3.0%
t	69	3.0%
Other values (128)	1117	48.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1535	66.2%
Uppercase Letter	319	13.8%
Space Separator	301	13.0%
Decimal Number	122	5.3%
Other Punctuation	36	1.6%
Dash Punctuation	5	0.2%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	178	11.6%
o	116	7.6%
i	115	7.5%
s	105	6.8%
a	101	6.6%
d	75	4.9%
p	74	4.8%
r	69	4.5%
t	69	4.5%
n	51	3.3%
Other values (58)	582	37.9%

Uppercase Letter

Value	Count	Frequency (%)
E	49	15.4%
T	28	8.8%
C	27	8.5%
G	16	5.0%
S	13	4.1%
L	13	4.1%
B	13	4.1%
D	13	4.1%
P	12	3.8%
A	10	3.1%
Other values (38)	125	39.2%

Decimal Number

Value	Count	Frequency (%)
1	27	22.1%
2	20	16.4%
4	15	12.3%
5	13	10.7%
3	12	9.8%
6	10	8.2%
9	9	7.4%
0	6	4.9%
7	6	4.9%
8	4	3.3%

Other Punctuation

Value	Count	Frequency (%)
,	12	33.3%
:	9	25.0%
.	6	16.7%
'	3	8.3%
?	3	8.3%
/	1	2.8%
&	1	2.8%
#	1	2.8%

Space Separator

Value	Count	Frequency (%)
	301	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1549	66.8%
Common	466	20.1%
Cyrillic	305	13.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	178	11.5%
o	116	7.5%
i	115	7.4%
s	105	6.8%
a	101	6.5%
d	75	4.8%
p	74	4.8%
r	69	4.5%
t	69	4.5%
n	51	3.3%
Other values (54)	596	38.5%

Cyrillic

Value	Count	Frequency (%)
о	27	8.9%
е	26	8.5%
и	24	7.9%
р	23	7.5%
а	18	5.9%
т	17	5.6%
н	13	4.3%
с	12	3.9%
я	10	3.3%
м	9	3.0%
Other values (42)	126	41.3%

Common

Value	Count	Frequency (%)
	301	64.6%
1	27	5.8%
2	20	4.3%
4	15	3.2%
5	13	2.8%
3	12	2.6%
,	12	2.6%
6	10	2.1%
9	9	1.9%
:	9	1.9%
Other values (12)	38	8.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1980	85.3%
Cyrillic	305	13.1%
None	35	1.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	301	15.2%
e	178	9.0%
o	116	5.9%
i	115	5.8%
s	105	5.3%
a	101	5.1%
d	75	3.8%
p	74	3.7%
r	69	3.5%
t	69	3.5%
Other values (62)	777	39.2%

Cyrillic

Value	Count	Frequency (%)
о	27	8.9%
е	26	8.5%
и	24	7.9%
р	23	7.5%
а	18	5.9%
т	17	5.6%
н	13	4.3%
с	12	3.9%
я	10	3.3%
м	9	3.0%
Other values (42)	126	41.3%

None

Value	Count	Frequency (%)
á	6	17.1%
é	6	17.1%
í	5	14.3%
ó	3	8.6%
ł	3	8.6%
ę	3	8.6%
ś	2	5.7%
ú	1	2.9%
ö	1	2.9%
ü	1	2.9%
Other values (4)	4	11.4%

season
Real number (ℝ)

HIGH CORRELATION

Distinct	13
Distinct (%)	9.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.723881

Minimum	1
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	18.1
Maximum	2022
Range	2021
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	384.23278
Coefficient of variation (CV)	4.9435615
Kurtosis	22.717565
Mean	77.723881
Median Absolute Deviation (MAD)	0
Skewness	4.9372196
Sum	10415
Variance	147634.83
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	88	65.7%
2	13	9.7%
3	9	6.7%
4	8	6.0%
2022	5	3.7%
5	3	2.2%
13	2	1.5%
28	1	0.7%
6	1	0.7%
22	1	0.7%
Other values (3)	3	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	88	65.7%
2	13	9.7%
3	9	6.7%
4	8	6.0%
5	3	2.2%
6	1	0.7%
8	1	0.7%
11	1	0.7%
13	2	1.5%
16	1	0.7%

Value	Count	Frequency (%)
2022	5	3.7%
28	1	0.7%
22	1	0.7%
16	1	0.7%
13	2	1.5%
11	1	0.7%
8	1	0.7%
6	1	0.7%
5	3	2.2%
4	8	6.0%

number
Real number (ℝ)

HIGH CORRELATION

Distinct	42
Distinct (%)	31.6%
Missing	1
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	20.263158

Minimum	1
Maximum	293
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1.6
Q1	5
median	8
Q3	15
95-th percentile	67.4
Maximum	293
Range	292
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	39.187949
Coefficient of variation (CV)	1.9339507
Kurtosis	26.214373
Mean	20.263158
Median Absolute Deviation (MAD)	5
Skewness	4.6739487
Sum	2695
Variance	1535.6954
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
5	13	9.7%
3	10	7.5%
9	10	7.5%
2	9	6.7%
6	9	6.7%
1	7	5.2%
7	7	5.2%
4	7	5.2%
8	6	4.5%
12	6	4.5%
Other values (32)	49	36.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	7	5.2%
2	9	6.7%
3	10	7.5%
4	7	5.2%
5	13	9.7%
6	9	6.7%
7	7	5.2%
8	6	4.5%
9	10	7.5%
10	4	3.0%

Value	Count	Frequency (%)
293	1	0.7%
249	1	0.7%
131	1	0.7%
119	1	0.7%
118	1	0.7%
114	1	0.7%
68	1	0.7%
67	1	0.7%
63	1	0.7%
62	1	0.7%

type
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

regular	133
significant_special	1

Length

Max length	19
Median length	7
Mean length	7.0895522
Min length	7

Characters and Unicode

Total characters	950
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.7%

Sample

1st row	regular
2nd row	regular
3rd row	regular
4th row	regular
5th row	regular

Common Values

Value	Count	Frequency (%)
regular	133	99.3%
significant_special	1	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
regular	133	99.3%
significant_special	1	0.7%

Most occurring characters

Value	Count	Frequency (%)
r	266	28.0%
a	135	14.2%
e	134	14.1%
g	134	14.1%
l	134	14.1%
u	133	14.0%
i	4	0.4%
s	2	0.2%
n	2	0.2%
c	2	0.2%
Other values (4)	4	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	949	99.9%
Connector Punctuation	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	266	28.0%
a	135	14.2%
e	134	14.1%
g	134	14.1%
l	134	14.1%
u	133	14.0%
i	4	0.4%
s	2	0.2%
n	2	0.2%
c	2	0.2%
Other values (3)	3	0.3%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	949	99.9%
Common	1	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	266	28.0%
a	135	14.2%
e	134	14.1%
g	134	14.1%
l	134	14.1%
u	133	14.0%
i	4	0.4%
s	2	0.2%
n	2	0.2%
c	2	0.2%
Other values (3)	3	0.3%

Common

Value	Count	Frequency (%)
_	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	950	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	266	28.0%
a	135	14.2%
e	134	14.1%
g	134	14.1%
l	134	14.1%
u	133	14.0%
i	4	0.4%
s	2	0.2%
n	2	0.2%
c	2	0.2%
Other values (4)	4	0.4%

airdate
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

2022-12-14	134

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	1340
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022-12-14
2nd row	2022-12-14
3rd row	2022-12-14
4th row	2022-12-14
5th row	2022-12-14

Common Values

Value	Count	Frequency (%)
2022-12-14	134	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022-12-14	134	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	536	40.0%
-	268	20.0%
1	268	20.0%
0	134	10.0%
4	134	10.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1072	80.0%
Dash Punctuation	268	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	536	50.0%
1	268	25.0%
0	134	12.5%
4	134	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	268	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1340	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	536	40.0%
-	268	20.0%
1	268	20.0%
0	134	10.0%
4	134	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1340	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	536	40.0%
-	268	20.0%
1	268	20.0%
0	134	10.0%
4	134	10.0%

airtime
Categorical

HIGH CORRELATION IMBALANCE

Distinct	21
Distinct (%)	15.7%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

	89
18:00	11
20:00	5
21:00	5
10:00	4
Other values (16)	20

Length

Max length	5
Median length	0
Mean length	1.6791045
Min length	0

Characters and Unicode

Total characters	225
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	9.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	89	66.4%
18:00	11	8.2%
20:00	5	3.7%
21:00	5	3.7%
10:00	4	3.0%
11:30	2	1.5%
12:00	2	1.5%
19:00	2	1.5%
21:30	2	1.5%
07:00	1	0.7%
Other values (11)	11	8.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
18:00	11	24.4%
21:00	5	11.1%
20:00	5	11.1%
10:00	4	8.9%
11:30	2	4.4%
12:00	2	4.4%
19:00	2	4.4%
21:30	2	4.4%
19:50	1	2.2%
20:30	1	2.2%
Other values (10)	10	22.2%

Most occurring characters

Value	Count	Frequency (%)
0	95	42.2%
:	45	20.0%
1	37	16.4%
2	15	6.7%
8	13	5.8%
3	10	4.4%
9	4	1.8%
7	2	0.9%
5	2	0.9%
6	1	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	180	80.0%
Other Punctuation	45	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	95	52.8%
1	37	20.6%
2	15	8.3%
8	13	7.2%
3	10	5.6%
9	4	2.2%
7	2	1.1%
5	2	1.1%
6	1	0.6%
4	1	0.6%

Other Punctuation

Value	Count	Frequency (%)
:	45	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	225	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	95	42.2%
:	45	20.0%
1	37	16.4%
2	15	6.7%
8	13	5.8%
3	10	4.4%
9	4	1.8%
7	2	0.9%
5	2	0.9%
6	1	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	225	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	95	42.2%
:	45	20.0%
1	37	16.4%
2	15	6.7%
8	13	5.8%
3	10	4.4%
9	4	1.8%
7	2	0.9%
5	2	0.9%
6	1	0.4%

airstamp
Categorical

HIGH CORRELATION

Distinct	27
Distinct (%)	20.1%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

2022-12-14T12:00:00+00:00	58
2022-12-14T00:00:00+00:00	13
2022-12-14T04:00:00+00:00	9
2022-12-14T17:00:00+00:00	7
2022-12-14T10:00:00+00:00	6
Other values (22)	41

Length

Max length	25
Median length	25
Mean length	25
Min length	25

Characters and Unicode

Total characters	3350
Distinct characters	14
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	9.7%

Sample

1st row	2022-12-14T00:00:00+00:00
2nd row	2022-12-14T00:00:00+00:00
3rd row	2022-12-14T00:00:00+00:00
4th row	2022-12-14T00:00:00+00:00
5th row	2022-12-14T00:00:00+00:00

Common Values

Value	Count	Frequency (%)
2022-12-14T12:00:00+00:00	58	43.3%
2022-12-14T00:00:00+00:00	13	9.7%
2022-12-14T04:00:00+00:00	9	6.7%
2022-12-14T17:00:00+00:00	7	5.2%
2022-12-14T10:00:00+00:00	6	4.5%
2022-12-14T20:00:00+00:00	5	3.7%
2022-12-14T11:00:00+00:00	5	3.7%
2022-12-14T21:00:00+00:00	4	3.0%
2022-12-15T01:00:00+00:00	3	2.2%
2022-12-14T02:00:00+00:00	3	2.2%
Other values (17)	21	15.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2022-12-14t12:00:00+00:00	58	43.3%
2022-12-14t00:00:00+00:00	13	9.7%
2022-12-14t04:00:00+00:00	9	6.7%
2022-12-14t17:00:00+00:00	7	5.2%
2022-12-14t10:00:00+00:00	6	4.5%
2022-12-14t20:00:00+00:00	5	3.7%
2022-12-14t11:00:00+00:00	5	3.7%
2022-12-14t21:00:00+00:00	4	3.0%
2022-12-15t01:00:00+00:00	3	2.2%
2022-12-14t02:00:00+00:00	3	2.2%
Other values (17)	21	15.7%

Most occurring characters

Value	Count	Frequency (%)
0	1264	37.7%
2	608	18.1%
:	402	12.0%
1	364	10.9%
-	268	8.0%
4	138	4.1%
T	134	4.0%
+	134	4.0%
3	14	0.4%
5	10	0.3%
Other values (4)	14	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2412	72.0%
Other Punctuation	402	12.0%
Dash Punctuation	268	8.0%
Uppercase Letter	134	4.0%
Math Symbol	134	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1264	52.4%
2	608	25.2%
1	364	15.1%
4	138	5.7%
3	14	0.6%
5	10	0.4%
7	9	0.4%
9	2	0.1%
8	2	0.1%
6	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
:	402	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	268	100.0%

Uppercase Letter

Value	Count	Frequency (%)
T	134	100.0%

Math Symbol

Value	Count	Frequency (%)
+	134	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3216	96.0%
Latin	134	4.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1264	39.3%
2	608	18.9%
:	402	12.5%
1	364	11.3%
-	268	8.3%
4	138	4.3%
+	134	4.2%
3	14	0.4%
5	10	0.3%
7	9	0.3%
Other values (3)	5	0.2%

Latin

Value	Count	Frequency (%)
T	134	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3350	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1264	37.7%
2	608	18.1%
:	402	12.0%
1	364	10.9%
-	268	8.0%
4	138	4.1%
T	134	4.0%
+	134	4.0%
3	14	0.4%
5	10	0.3%
Other values (4)	14	0.4%

runtime
Real number (ℝ)

MISSING

Distinct	48
Distinct (%)	38.7%
Missing	10
Missing (%)	7.5%
Infinite	0
Infinite (%)	0.0%
Mean	40.395161

Minimum	4
Maximum	165
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	4
5-th percentile	10
Q1	25
median	39.5
Q3	47
95-th percentile	90
Maximum	165
Range	161
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	25.866077
Coefficient of variation (CV)	0.64032613
Kurtosis	5.4512666
Mean	40.395161
Median Absolute Deviation (MAD)	13.5
Skewness	1.9199464
Sum	5009
Variance	669.05396
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
60	10	7.5%
40	9	6.7%
45	8	6.0%
28	7	5.2%
10	6	4.5%
30	6	4.5%
25	6	4.5%
120	4	3.0%
35	4	3.0%
46	4	3.0%
Other values (38)	60	44.8%
(Missing)	10	7.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	0.7%
6	2	1.5%
10	6	4.5%
12	1	0.7%
13	1	0.7%
14	1	0.7%
15	3	2.2%
16	2	1.5%
17	1	0.7%
18	1	0.7%

Value	Count	Frequency (%)
165	1	0.7%
120	4	3.0%
95	1	0.7%
90	2	1.5%
89	1	0.7%
66	1	0.7%
65	1	0.7%
62	1	0.7%
60	10	7.5%
59	1	0.7%

rating_average
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	134
Missing (%)	100.0%
Memory size	1.2 KiB

medium
Text

MISSING

Distinct	45
Distinct (%)	100.0%
Missing	89
Missing (%)	66.4%
Memory size	1.2 KiB

Length

Max length	73
Median length	73
Mean length	73
Min length	73

Characters and Unicode

Total characters	3285
Distinct characters	32
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	45 ?
Unique (%)	100.0%

Sample

1st row	https://static.tvmaze.com/uploads/images/medium_landscape/435/1087592.jpg
2nd row	https://static.tvmaze.com/uploads/images/medium_landscape/435/1087591.jpg
3rd row	https://static.tvmaze.com/uploads/images/medium_landscape/435/1087819.jpg
4th row	https://static.tvmaze.com/uploads/images/medium_landscape/435/1087820.jpg
5th row	https://static.tvmaze.com/uploads/images/medium_landscape/435/1087822.jpg

Value	Count	Frequency (%)
https://static.tvmaze.com/uploads/images/medium_landscape/436/1090566.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/medium_landscape/436/1090846.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/medium_landscape/435/1087591.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/medium_landscape/435/1087819.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/medium_landscape/435/1087820.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/medium_landscape/435/1087822.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/medium_landscape/435/1087824.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/medium_landscape/435/1087826.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/medium_landscape/434/1087391.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/medium_landscape/435/1088283.jpg	1	2.2%
Other values (35)	35	77.8%

Most occurring characters

Value	Count	Frequency (%)
/	315	9.6%
a	270	8.2%
m	225	6.8%
s	225	6.8%
t	225	6.8%
p	180	5.5%
e	180	5.5%
i	135	4.1%
c	135	4.1%
.	135	4.1%
Other values (22)	1260	38.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2295	69.9%
Other Punctuation	495	15.1%
Decimal Number	450	13.7%
Connector Punctuation	45	1.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	270	11.8%
m	225	9.8%
s	225	9.8%
t	225	9.8%
p	180	7.8%
e	180	7.8%
i	135	5.9%
c	135	5.9%
d	135	5.9%
o	90	3.9%
Other values (8)	495	21.6%

Decimal Number

Value	Count	Frequency (%)
4	78	17.3%
1	69	15.3%
8	68	15.1%
0	61	13.6%
3	49	10.9%
5	46	10.2%
7	39	8.7%
9	16	3.6%
6	13	2.9%
2	11	2.4%

Other Punctuation

Value	Count	Frequency (%)
/	315	63.6%
.	135	27.3%
:	45	9.1%

Connector Punctuation

Value	Count	Frequency (%)
_	45	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2295	69.9%
Common	990	30.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	270	11.8%
m	225	9.8%
s	225	9.8%
t	225	9.8%
p	180	7.8%
e	180	7.8%
i	135	5.9%
c	135	5.9%
d	135	5.9%
o	90	3.9%
Other values (8)	495	21.6%

Common

Value	Count	Frequency (%)
/	315	31.8%
.	135	13.6%
4	78	7.9%
1	69	7.0%
8	68	6.9%
0	61	6.2%
3	49	4.9%
5	46	4.6%
_	45	4.5%
:	45	4.5%
Other values (4)	79	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3285	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	315	9.6%
a	270	8.2%
m	225	6.8%
s	225	6.8%
t	225	6.8%
p	180	5.5%
e	180	5.5%
i	135	4.1%
c	135	4.1%
.	135	4.1%
Other values (22)	1260	38.4%

original
Text

MISSING

Distinct	45
Distinct (%)	100.0%
Missing	89
Missing (%)	66.4%
Memory size	1.2 KiB

Length

Max length	75
Median length	75
Mean length	75
Min length	75

Characters and Unicode

Total characters	3375
Distinct characters	33
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	45 ?
Unique (%)	100.0%

Sample

1st row	https://static.tvmaze.com/uploads/images/original_untouched/435/1087592.jpg
2nd row	https://static.tvmaze.com/uploads/images/original_untouched/435/1087591.jpg
3rd row	https://static.tvmaze.com/uploads/images/original_untouched/435/1087819.jpg
4th row	https://static.tvmaze.com/uploads/images/original_untouched/435/1087820.jpg
5th row	https://static.tvmaze.com/uploads/images/original_untouched/435/1087822.jpg

Value	Count	Frequency (%)
https://static.tvmaze.com/uploads/images/original_untouched/436/1090566.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/original_untouched/436/1090846.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/original_untouched/435/1087591.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/original_untouched/435/1087819.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/original_untouched/435/1087820.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/original_untouched/435/1087822.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/original_untouched/435/1087824.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/original_untouched/435/1087826.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/original_untouched/434/1087391.jpg	1	2.2%
https://static.tvmaze.com/uploads/images/original_untouched/435/1088283.jpg	1	2.2%
Other values (35)	35	77.8%

Most occurring characters

Value	Count	Frequency (%)
/	315	9.3%
t	270	8.0%
a	225	6.7%
s	180	5.3%
i	180	5.3%
o	180	5.3%
p	135	4.0%
c	135	4.0%
.	135	4.0%
g	135	4.0%
Other values (23)	1485	44.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2385	70.7%
Other Punctuation	495	14.7%
Decimal Number	450	13.3%
Connector Punctuation	45	1.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	270	11.3%
a	225	9.4%
s	180	7.5%
i	180	7.5%
o	180	7.5%
p	135	5.7%
c	135	5.7%
g	135	5.7%
m	135	5.7%
e	135	5.7%
Other values (9)	675	28.3%

Decimal Number

Value	Count	Frequency (%)
4	78	17.3%
1	69	15.3%
8	68	15.1%
0	61	13.6%
3	49	10.9%
5	46	10.2%
7	39	8.7%
9	16	3.6%
6	13	2.9%
2	11	2.4%

Other Punctuation

Value	Count	Frequency (%)
/	315	63.6%
.	135	27.3%
:	45	9.1%

Connector Punctuation

Value	Count	Frequency (%)
_	45	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2385	70.7%
Common	990	29.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	270	11.3%
a	225	9.4%
s	180	7.5%
i	180	7.5%
o	180	7.5%
p	135	5.7%
c	135	5.7%
g	135	5.7%
m	135	5.7%
e	135	5.7%
Other values (9)	675	28.3%

Common

Value	Count	Frequency (%)
/	315	31.8%
.	135	13.6%
4	78	7.9%
1	69	7.0%
8	68	6.9%
0	61	6.2%
3	49	4.9%
5	46	4.6%
:	45	4.5%
_	45	4.5%
Other values (4)	79	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3375	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	315	9.3%
t	270	8.0%
a	225	6.7%
s	180	5.3%
i	180	5.3%
o	180	5.3%
p	135	4.0%
c	135	4.0%
.	135	4.0%
g	135	4.0%
Other values (23)	1485	44.0%

_links_self
Text

UNIQUE

Distinct	134
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Length

Max length	39
Median length	39
Mean length	39
Min length	39

Characters and Unicode

Total characters	5226
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	134 ?
Unique (%)	100.0%

Sample

1st row	https://api.tvmaze.com/episodes/2448374
2nd row	https://api.tvmaze.com/episodes/2568169
3rd row	https://api.tvmaze.com/episodes/2392401
4th row	https://api.tvmaze.com/episodes/2413771
5th row	https://api.tvmaze.com/episodes/2462690

Value	Count	Frequency (%)
https://api.tvmaze.com/episodes/2448374	1	0.7%
https://api.tvmaze.com/episodes/2383029	1	0.7%
https://api.tvmaze.com/episodes/2413771	1	0.7%
https://api.tvmaze.com/episodes/2462690	1	0.7%
https://api.tvmaze.com/episodes/2462692	1	0.7%
https://api.tvmaze.com/episodes/2462693	1	0.7%
https://api.tvmaze.com/episodes/2462694	1	0.7%
https://api.tvmaze.com/episodes/2462695	1	0.7%
https://api.tvmaze.com/episodes/2462696	1	0.7%
https://api.tvmaze.com/episodes/2462697	1	0.7%
Other values (124)	124	92.5%

Most occurring characters

Value	Count	Frequency (%)
/	536	10.3%
p	402	7.7%
s	402	7.7%
e	402	7.7%
t	402	7.7%
o	268	5.1%
a	268	5.1%
i	268	5.1%
.	268	5.1%
m	268	5.1%
Other values (16)	1742	33.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3350	64.1%
Other Punctuation	938	17.9%
Decimal Number	938	17.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
p	402	12.0%
s	402	12.0%
e	402	12.0%
t	402	12.0%
o	268	8.0%
a	268	8.0%
i	268	8.0%
m	268	8.0%
h	134	4.0%
d	134	4.0%
Other values (3)	402	12.0%

Decimal Number

Value	Count	Frequency (%)
4	219	23.3%
2	191	20.4%
3	91	9.7%
6	88	9.4%
5	67	7.1%
8	59	6.3%
0	59	6.3%
7	58	6.2%
9	56	6.0%
1	50	5.3%

Other Punctuation

Value	Count	Frequency (%)
/	536	57.1%
.	268	28.6%
:	134	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3350	64.1%
Common	1876	35.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	536	28.6%
.	268	14.3%
4	219	11.7%
2	191	10.2%
:	134	7.1%
3	91	4.9%
6	88	4.7%
5	67	3.6%
8	59	3.1%
0	59	3.1%
Other values (3)	164	8.7%

Latin

Value	Count	Frequency (%)
p	402	12.0%
s	402	12.0%
e	402	12.0%
t	402	12.0%
o	268	8.0%
a	268	8.0%
i	268	8.0%
m	268	8.0%
h	134	4.0%
d	134	4.0%
Other values (3)	402	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5226	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	536	10.3%
p	402	7.7%
s	402	7.7%
e	402	7.7%
t	402	7.7%
o	268	5.1%
a	268	5.1%
i	268	5.1%
.	268	5.1%
m	268	5.1%
Other values (16)	1742	33.3%

_links_show
Text

Distinct	89
Distinct (%)	66.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Length

Max length	34
Median length	34
Mean length	33.977612
Min length	33

Characters and Unicode

Total characters	4553
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	74 ?
Unique (%)	55.2%

Sample

1st row	https://api.tvmaze.com/shows/58350
2nd row	https://api.tvmaze.com/shows/58522
3rd row	https://api.tvmaze.com/shows/64080
4th row	https://api.tvmaze.com/shows/64515
5th row	https://api.tvmaze.com/shows/65964

Value	Count	Frequency (%)
https://api.tvmaze.com/shows/65730	10	7.5%
https://api.tvmaze.com/shows/65964	9	6.7%
https://api.tvmaze.com/shows/65246	6	4.5%
https://api.tvmaze.com/shows/66179	6	4.5%
https://api.tvmaze.com/shows/46819	5	3.7%
https://api.tvmaze.com/shows/65819	5	3.7%
https://api.tvmaze.com/shows/44698	3	2.2%
https://api.tvmaze.com/shows/64083	2	1.5%
https://api.tvmaze.com/shows/65716	2	1.5%
https://api.tvmaze.com/shows/66153	2	1.5%
Other values (79)	84	62.7%

Most occurring characters

Value	Count	Frequency (%)
/	536	11.8%
s	402	8.8%
t	402	8.8%
h	268	5.9%
p	268	5.9%
a	268	5.9%
.	268	5.9%
o	268	5.9%
m	268	5.9%
6	165	3.6%
Other values (16)	1440	31.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2948	64.7%
Other Punctuation	938	20.6%
Decimal Number	667	14.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	402	13.6%
t	402	13.6%
h	268	9.1%
p	268	9.1%
a	268	9.1%
o	268	9.1%
m	268	9.1%
e	134	4.5%
w	134	4.5%
c	134	4.5%
Other values (3)	402	13.6%

Decimal Number

Value	Count	Frequency (%)
6	165	24.7%
5	93	13.9%
4	79	11.8%
9	58	8.7%
1	58	8.7%
7	46	6.9%
2	45	6.7%
3	44	6.6%
0	41	6.1%
8	38	5.7%

Other Punctuation

Value	Count	Frequency (%)
/	536	57.1%
.	268	28.6%
:	134	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2948	64.7%
Common	1605	35.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	536	33.4%
.	268	16.7%
6	165	10.3%
:	134	8.3%
5	93	5.8%
4	79	4.9%
9	58	3.6%
1	58	3.6%
7	46	2.9%
2	45	2.8%
Other values (3)	123	7.7%

Latin

Value	Count	Frequency (%)
s	402	13.6%
t	402	13.6%
h	268	9.1%
p	268	9.1%
a	268	9.1%
o	268	9.1%
m	268	9.1%
e	134	4.5%
w	134	4.5%
c	134	4.5%
Other values (3)	402	13.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4553	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	536	11.8%
s	402	8.8%
t	402	8.8%
h	268	5.9%
p	268	5.9%
a	268	5.9%
.	268	5.9%
o	268	5.9%
m	268	5.9%
6	165	3.6%
Other values (16)	1440	31.6%

summary
Text

MISSING

Distinct	47
Distinct (%)	100.0%
Missing	87
Missing (%)	64.9%
Memory size	1.2 KiB

Length

Max length	726
Median length	158
Mean length	198.85106
Min length	65

Characters and Unicode

Total characters	9346
Distinct characters	75
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	47 ?
Unique (%)	100.0%

Sample

1st row	<p>Rez shows musician Scott Owen a property near Belongil Beach. And, new agent Travis is in with a good chance to get a listing at one of the most famous celebrity hangouts.</p>
2nd row	<p>Before you can go home for Christmas, you have to pack, pack, pack your suitcase. And the participant who takes the longest must go home for Christmas themselves.</p>
3rd row	<p>Lana reminds a rule-breaking couple about the pricey consequences. After an eye-opening workshop, one guy tries to get his former flame back in his bed.</p>
4th row	<p>Two grenades bring trouble to paradise. Will more eyes wander just when Lana was starting to give green lights?</p>
5th row	<p>A fruit-themed party sours with some shocking exits. Two people feel torn between their options — but only one of them is honest.</p>

Value	Count	Frequency (%)
the	89	5.8%
to	58	3.8%
and	51	3.3%
a	47	3.0%
of	32	2.1%
for	22	1.4%
with	21	1.4%
in	20	1.3%
is	16	1.0%
but	15	1.0%
Other values (779)	1172	76.0%

Most occurring characters

Value	Count	Frequency (%)
	1493	16.0%
e	911	9.7%
t	631	6.8%
a	599	6.4%
s	530	5.7%
n	524	5.6%
o	514	5.5%
i	499	5.3%
r	421	4.5%
h	341	3.6%
Other values (65)	2883	30.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7121	76.2%
Space Separator	1497	16.0%
Uppercase Letter	255	2.7%
Other Punctuation	245	2.6%
Math Symbol	204	2.2%
Dash Punctuation	13	0.1%
Decimal Number	11	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	911	12.8%
t	631	8.9%
a	599	8.4%
s	530	7.4%
n	524	7.4%
o	514	7.2%
i	499	7.0%
r	421	5.9%
h	341	4.8%
l	261	3.7%
Other values (20)	1890	26.5%

Uppercase Letter

Value	Count	Frequency (%)
S	31	12.2%
A	30	11.8%
M	24	9.4%
T	18	7.1%
B	14	5.5%
J	14	5.5%
O	13	5.1%
H	12	4.7%
P	12	4.7%
C	12	4.7%
Other values (13)	75	29.4%

Other Punctuation

Value	Count	Frequency (%)
.	96	39.2%
,	63	25.7%
/	51	20.8%
'	26	10.6%
?	3	1.2%
;	2	0.8%
!	2	0.8%
…	1	0.4%
&	1	0.4%

Decimal Number

Value	Count	Frequency (%)
0	4	36.4%
2	2	18.2%
1	2	18.2%
3	1	9.1%
9	1	9.1%
8	1	9.1%

Dash Punctuation

Value	Count	Frequency (%)
-	11	84.6%
—	1	7.7%
–	1	7.7%

Space Separator

Value	Count	Frequency (%)
	1493	99.7%
	4	0.3%

Math Symbol

Value	Count	Frequency (%)
>	102	50.0%
<	102	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7376	78.9%
Common	1970	21.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	911	12.4%
t	631	8.6%
a	599	8.1%
s	530	7.2%
n	524	7.1%
o	514	7.0%
i	499	6.8%
r	421	5.7%
h	341	4.6%
l	261	3.5%
Other values (43)	2145	29.1%

Common

Value	Count	Frequency (%)
	1493	75.8%
>	102	5.2%
<	102	5.2%
.	96	4.9%
,	63	3.2%
/	51	2.6%
'	26	1.3%
-	11	0.6%
	4	0.2%
0	4	0.2%
Other values (12)	18	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9333	99.9%
None	10	0.1%
Punctuation	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1493	16.0%
e	911	9.8%
t	631	6.8%
a	599	6.4%
s	530	5.7%
n	524	5.6%
o	514	5.5%
i	499	5.3%
r	421	4.5%
h	341	3.7%
Other values (57)	2870	30.8%

None

Value	Count	Frequency (%)
	4	40.0%
ł	3	30.0%
é	1	10.0%
ğ	1	10.0%
ó	1	10.0%

Punctuation

Value	Count	Frequency (%)
…	1	33.3%
—	1	33.3%
–	1	33.3%

Auto

Heatmap
Table

	id	id_embedded	season	number	runtime	type	airtime	airstamp
id	1.000	0.512	0.004	-0.066	-0.307	0.973	0.160	0.235
id_embedded	0.512	1.000	-0.658	-0.273	-0.282	0.973	0.483	0.453
season	0.004	-0.658	1.000	0.278	0.114	0.000	0.614	0.531
number	-0.066	-0.273	0.278	1.000	-0.030	1.000	0.511	0.466
runtime	-0.307	-0.282	0.114	-0.030	1.000	0.444	0.335	0.437
type	0.973	0.973	0.000	1.000	0.444	1.000	0.210	0.366
airtime	0.160	0.483	0.614	0.511	0.335	0.210	1.000	0.834
airstamp	0.235	0.453	0.531	0.466	0.437	0.366	0.834	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	id	id_embedded	url	name	season	number	type	airdate	airstamp	runtime	rating_average	medium	original	_links_self	_links_show	summary
0	2448374	58350	https://www.tvmaze.com/episodes/2448374/krutiksy-2x03-plumageddon	Плюмагеддон	2	3.0	regular	2022-12-14	2022-12-14T00:00:00+00:00	10.0	None	None	None	https://api.tvmaze.com/episodes/2448374	https://api.tvmaze.com/shows/58350	None
1	2568169	58522	https://www.tvmaze.com/episodes/2568169/5-knig-2x04-mihail-kozuhov	МИХАИЛ КОЖУХОВ	2	4.0	regular	2022-12-14	2022-12-14T00:00:00+00:00	41.0	None	None	None	https://api.tvmaze.com/episodes/2568169	https://api.tvmaze.com/shows/58522	None
2	2392401	64080	https://www.tvmaze.com/episodes/2392401/cernaa-vesna-1x05-seria-5	Серия 5	1	5.0	regular	2022-12-14	2022-12-14T00:00:00+00:00	50.0	None	None	None	https://api.tvmaze.com/episodes/2392401	https://api.tvmaze.com/shows/64080	None
3	2413771	64515	https://www.tvmaze.com/episodes/2413771/avrora-1x08-seria-8	Серия 8	1	8.0	regular	2022-12-14	2022-12-14T00:00:00+00:00	45.0	None	None	None	https://api.tvmaze.com/episodes/2413771	https://api.tvmaze.com/shows/64515	None
4	2462690	65964	https://www.tvmaze.com/episodes/2462690/yet-another-conference-1x01-gorodskie-servisy	Городские сервисы	1	1.0	regular	2022-12-14	2022-12-14T00:00:00+00:00	28.0	None	None	None	https://api.tvmaze.com/episodes/2462690	https://api.tvmaze.com/shows/65964	None
5	2462692	65964	https://www.tvmaze.com/episodes/2462692/yet-another-conference-1x02-masinnoe-obucenie	Машинное обучение	1	2.0	regular	2022-12-14	2022-12-14T00:00:00+00:00	24.0	None	None	None	https://api.tvmaze.com/episodes/2462692	https://api.tvmaze.com/shows/65964	None
6	2462693	65964	https://www.tvmaze.com/episodes/2462693/yet-another-conference-1x03-marketplejs-s-robotami-i-nejrosetami	Маркетплейс с роботами и нейросетями	1	3.0	regular	2022-12-14	2022-12-14T00:00:00+00:00	22.0	None	None	None	https://api.tvmaze.com/episodes/2462693	https://api.tvmaze.com/shows/65964	None
7	2462694	65964	https://www.tvmaze.com/episodes/2462694/yet-another-conference-1x04-po-tu-storonu-ekrana	По ту сторону экрана	1	4.0	regular	2022-12-14	2022-12-14T00:00:00+00:00	18.0	None	None	None	https://api.tvmaze.com/episodes/2462694	https://api.tvmaze.com/shows/65964	None
8	2462695	65964	https://www.tvmaze.com/episodes/2462695/yet-another-conference-1x05-karty-novogo-pokolenia	Карты нового поколения	1	5.0	regular	2022-12-14	2022-12-14T00:00:00+00:00	16.0	None	None	None	https://api.tvmaze.com/episodes/2462695	https://api.tvmaze.com/shows/65964	None
9	2462696	65964	https://www.tvmaze.com/episodes/2462696/yet-another-conference-1x06-kvartiry-cerez-internet	Квартиры через интернет	1	6.0	regular	2022-12-14	2022-12-14T00:00:00+00:00	23.0	None	None	None	https://api.tvmaze.com/episodes/2462696	https://api.tvmaze.com/shows/65964	None

	id	id_embedded	url	name	season	number	type	airdate	airtime	airstamp	runtime	rating_average	medium	original	_links_self	_links_show	summary
124	2445482	65435	https://www.tvmaze.com/episodes/2445482/a-nagy-feher-fonok-1x05-5-resz	5. rész	1	5.0	regular	2022-12-14	21:30	2022-12-14T20:30:00+00:00	51.0	None	None	None	https://api.tvmaze.com/episodes/2445482	https://api.tvmaze.com/shows/65435	None
125	2437205	44698	https://www.tvmaze.com/episodes/2437205/vienna-blood-3x01-deadly-communion	Deadly Communion	3	1.0	regular	2022-12-14	21:00	2022-12-14T21:00:00+00:00	90.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/435/1087774.jpg	https://static.tvmaze.com/uploads/images/original_untouched/435/1087774.jpg	https://api.tvmaze.com/episodes/2437205	https://api.tvmaze.com/shows/44698	<p>Vienna, 1908. A young seamstress is murdered in a luxury fashion house. Oscar and Max are initially perplexed by the means and the motive for her death, but further clues are revealed when Max receives a letter at his newly established practice. Together, the two friends uncover some dark and sinister secrets at the heart of the Viennese glamour industry.</p>
126	2437206	44698	https://www.tvmaze.com/episodes/2437206/vienna-blood-3x02-the-god-of-shadows	The God of Shadows	3	2.0	regular	2022-12-14	21:00	2022-12-14T21:00:00+00:00	90.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/435/1087775.jpg	https://static.tvmaze.com/uploads/images/original_untouched/435/1087775.jpg	https://api.tvmaze.com/episodes/2437206	https://api.tvmaze.com/shows/44698	<p>Max applies his neurological expertise to the case of a retired soldier, Captain Steiner, who is convinced that he is cursed and tortured by vengeful spirits. It looks like a tragic case of trauma-induced paranoia when the captain is found to have committed suicide in a gruesome manner. But Max and Oskar are not convinced.</p>
127	2437207	44698	https://www.tvmaze.com/episodes/2437207/vienna-blood-3x03-death-is-now-a-welcome-guest	Death Is Now a Welcome Guest	3	3.0	regular	2022-12-14	21:00	2022-12-14T21:00:00+00:00	89.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/435/1087777.jpg	https://static.tvmaze.com/uploads/images/original_untouched/435/1087777.jpg	https://api.tvmaze.com/episodes/2437207	https://api.tvmaze.com/shows/44698	<p>When a famous film star dies during the premiere of her new film, both Max and Oskar are on the scene. Max admits she was a former emergency admission to his hospital, where he briefly treated her. Their investigation gets them embroiled in the dark underbelly of stardom and far-right Austrian politics.</p>
128	2436731	58174	https://www.tvmaze.com/episodes/2436731/the-traitors-1x07-episode-7	Episode 7	1	7.0	regular	2022-12-14	21:00	2022-12-14T21:00:00+00:00	56.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084165.jpg	https://static.tvmaze.com/uploads/images/original_untouched/433/1084165.jpg	https://api.tvmaze.com/episodes/2436731	https://api.tvmaze.com/shows/58174	<p>The ultimate psychological reality show continues. After a shock banishment set the castle into a spin, the traitors were given a chance to strengthen – but will their plan be successful? Breakfast sees one of the faithful keeping a huge secret from the group, and the players are pushed harder than ever to try to win gold for the prize pot. As paranoia builds, and accusations continue to fly around the group, a dramatic confession at the round table changes the game forever.</p>
129	2449339	56531	https://www.tvmaze.com/episodes/2449339/dimension-20-16x03-no-place-for-a-prince-or-princess	No Place For a Prince or Princess	16	3.0	regular	2022-12-14	19:00	2022-12-15T00:00:00+00:00	NaN	None	None	None	https://api.tvmaze.com/episodes/2449339	https://api.tvmaze.com/shows/56531	None
130	2458309	11630	https://www.tvmaze.com/episodes/2458309/meateater-11x08-alaska-moose	Alaska Moose	11	8.0	regular	2022-12-14	20:00	2022-12-15T01:00:00+00:00	30.0	None	None	None	https://api.tvmaze.com/episodes/2458309	https://api.tvmaze.com/shows/11630	<p>Steve and Clay Newcomb travel to the wilds of interior Alaska for moose.</p>
131	2286564	19499	https://www.tvmaze.com/episodes/2286564/mystery-science-theater-3000-s13-special-a-tribute-to-santa-claus	A Tribute to Santa Claus	13	NaN	significant_special	2022-12-14	20:00	2022-12-15T01:00:00+00:00	120.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/434/1085130.jpg	https://static.tvmaze.com/uploads/images/original_untouched/434/1085130.jpg	https://api.tvmaze.com/episodes/2286564	https://api.tvmaze.com/shows/19499	<p>Come along with Mike and the bots as they watch Santa Claus pit his holiday forces against Satan in a battle for children's souls in <i>Santa Claus</i>.</p><p>But first, we'll be premiering Yet another brand new short riff, <i>Bicycle Driver</i>.</p><p>And after the episode, you're invited to a very special MST3K holiday singalong featuring our cast and the musical accompaniment of Paul & Storm!</p>
132	2409771	42189	https://www.tvmaze.com/episodes/2409771/all-elite-wrestling-dynamite-2022-12-14-167-winter-is-coming-curtis-culwell-center-in-garland-tx	#167 - Winter is Coming: Curtis Culwell Center in Garland, TX	2022	50.0	regular	2022-12-14	20:00	2022-12-15T01:00:00+00:00	120.0	None	None	None	https://api.tvmaze.com/episodes/2409771	https://api.tvmaze.com/shows/42189	None
133	2455749	54476	https://www.tvmaze.com/episodes/2455749/alle-elsker-david-3x15-power-move	Power move	3	15.0	regular	2022-12-14	03:00	2022-12-15T02:00:00+00:00	22.0	None	None	None	https://api.tvmaze.com/episodes/2455749	https://api.tvmaze.com/shows/54476	None

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Cyrillic

Common

Most occurring blocks

Most frequent character per block

ASCII

Cyrillic

None

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values